6. Local Implicit Time Stepping For The Wave Equation

We solve the first order wave equation by a matrix-free explicit DG method.

\[\begin{eqnarray*} \frac{\partial p}{\partial t} & = & \operatorname{div} u \\ \frac{\partial u}{\partial t} & = & \nabla p \end{eqnarray*}\]

We obtain the ODE

\[\begin{eqnarray*} M_p \dot{p} & = & -B^T u \\ M_u \dot{u} & = & B p \end{eqnarray*}\]

form a simple DG version with central fluxes. The discrete gradient \(B\) is defined by the bilinear-form $\( b(p,v) = \sum_{T} \Big\{ \int_T \nabla p \, v + \int_{\partial T} (\{ p \} - p) \, v_n \, ds \Big\} \)$

from ngsolve import *
from ngsolve.webgui import Draw
from netgen.occ import *
import numpy as np
from tqdm import tqdm

Simple trumpet with a two small holes to create thin elements @shirnschall

airBoxW = 12
airBoxH = 12
outletAngleDeg = 60
tubeW = 4
tubeH = 1
holeW = 0.001
holeH = 0.05
def create_trumpet():    
    rect = MoveTo(0,-airBoxH/2).Rectangle(airBoxW,airBoxH).Face()
    tube = MoveTo(-tubeW,-tubeH/2).Rectangle(tubeW,tubeH).Face()
    outlet = Face(MoveTo(0,-tubeH/2).Rotate(-outletAngleDeg/2).Line(3).Rotate(-90).Line(.25).Rotate(-90).Line(3).Close().Wire()).Reversed()
    hole = MoveTo(-tubeW/2, tubeH/2 - holeH).Rectangle(holeW, holeH).Face()
    hole2 = MoveTo(-tubeW/2 - 2 * holeW, tubeH/2 - holeH).Rectangle(holeW, holeH).Face()

    geo = rect + tube - outlet - outlet.Mirror(Axis((0,0,0),X)) - hole - hole2
    return geo

dim = 2
h = 0.2

shape = create_trumpet()
shape = OCCGeometry(shape, dim = dim)

mesh = Mesh(shape.GenerateMesh(maxh = h))
Draw(mesh)
print(f"Number of elements: {mesh.ne}")

Number of elements: 8597

order = 2
fes_p = L2(mesh, order=order+1, dgjumps=True) 
fes_u = VectorL2(mesh, order=order, piola=True, dgjumps=True)
fes_tr = FacetFESpace(mesh, order=order+1)
fes = fes_p * fes_u

traceop = fes_p.TraceOperator(fes_tr, average=True) 

gfu = GridFunction(fes_u)
gfp = GridFunction(fes_p)
gfp.Set( exp(-10*((x+tubeW)**2+y**2+z**2)))

p, u = fes.TrialFunction()
q, v = fes.TestFunction()
phat = fes_tr.TrialFunction()

n = specialcf.normal(mesh.dim)
dS = dx(skeleton=True)   
def jump(p): return p.Other()-p
def avgn(v): return 0.5*(v*n-v.Other()*n.Other())

embp, embu = fes.embeddings

dt = 0.2 * h / (order+1)**2
print ("dt = ", dt)

dt =  0.004444444444444445

print(f"fes ndofs: {fes.ndof}")
print(f"fes_u ndofs: {fes_u.ndof}")
print(f"fes_p ndofs: {fes_p.ndof}")

fes ndofs: 189134
fes_u ndofs: 103164
fes_p ndofs: 85970

Draw (gfp, order=3)

BaseWebGuiScene

6.1. Mesh splitting

F = specialcf.JacobianMatrix(mesh.dim)
Finv = Inv(F)
detF = Det(F)
Norm_Finv = Norm(Finv)
el_norms = Integrate(Norm_Finv*1/detF, mesh, element_wise=True)
el_norms_numpy = np.array(el_norms)

sorted_el_norms = -np.sort(-el_norms_numpy) #sort descending
ref_norm = el_norms_numpy.mean()# using elements > mean 
impl_els = np.where(el_norms_numpy > ref_norm, 1, 0)
    
print(f'min = {min(el_norms_numpy)}')
print(f'max = {max(el_norms_numpy)}')
print(f'mean = {el_norms_numpy.mean()}')
print(f'median = {np.median(el_norms_numpy)}')
print(f'ref_norm = {ref_norm}')
print(f'implicit / total elements: {np.count_nonzero(impl_els)}/{len(impl_els)}')

min = 2.8555706659523508
max = 832.1624920872001
mean = 14.415921255724863
median = 4.082418202822469
ref_norm = 14.415921255724863
implicit / total elements: 389/8597

ba_implicit_els = BitArray(mesh.ne)
ba_explicit_els = BitArray(mesh.ne)
ba_interface_edges = BitArray(mesh.nedge)
ba_explicit_edges = BitArray(mesh.nedge)
ba_implicit_edges = BitArray(mesh.nedge)

ba_implicit_els[:] = 0
ba_explicit_els[:] = 0
ba_interface_edges[:] = 0
ba_explicit_edges[:] = 0
ba_implicit_edges[:] = 0

for el in mesh.Elements():
    if impl_els[el.nr] == 1:
        ba_implicit_els[el.nr] = 1
        for e in el.edges:
            ba_implicit_edges[e.nr] = 1
    else:
        ba_explicit_els[el.nr] = 1
        for e in el.edges:
            ba_explicit_edges[e.nr] = 1
        
ba_interface_edges = ba_explicit_edges & ba_implicit_edges     

ba_local_implicit_dofs = BitArray(fes.ndof)
ba_local_implicit_dofs[:] = 0

for el in mesh.Elements():
    if ba_implicit_els[el.nr] == 1:
        for nr in fes.GetDofNrs(el):
            ba_local_implicit_dofs[nr] = 1
    if ba_explicit_els[el.nr] == 1:
        for e in el.edges:
            if ba_interface_edges[e.nr] == 1:
                for nr in fes.GetDofNrs(el):
                    ba_local_implicit_dofs[nr] = 1

ba_local_implicit_dofs_u = BitArray(fes_u.ndof)
ba_local_implicit_dofs_u[:] = 0

for el in mesh.Elements():
    if ba_implicit_els[el.nr] == 1:
        for nr in fes_u.GetDofNrs(el):
            ba_local_implicit_dofs_u[nr] = 1
    if ba_explicit_els[el.nr] == 1:
        for e in el.edges:
            if ba_interface_edges[e.nr] == 1:
                for nr in fes_u.GetDofNrs(el):
                    ba_local_implicit_dofs_u[nr] = 1

6.2. Time stepping combination of Verlet and Crank-Nicolson

(6.1)\[\begin{align} p_{h}^{n+\frac{1}{2}} - p_{h}^{n} &= - \frac{\tau}{2} M_p^{-1} B^{\top} u_{h}^{n} \\ \left(I + \frac{\tau^2}{4} M_u^{-1} B_i M_p^{-1} B_i^{\top} \right) u_{h}^{n+1} &= u_{h}^{n} + \tau M_u^{-1} B_e p_{h}^{n+\frac{1}{2}} + \frac{\tau}{2} M_u^{-1} B_i (p_{h}^{n+\frac{1}{2}} + p_{h}^{n}) \\ p_{h}^{n+1}- p_{h}^{n+\frac{1}{2}} &= - \frac{\tau}{2} M_p^{-1} B^{\top} u_{h}^{n+1} \end{align}\]

A = BilinearForm(fes)
A += -p*q*dx +u*v*dx 
A += dt/2*(grad(p)*v + grad(q)*u)*dx
A += dt/2*(jump(p)*avgn(v)+jump(q)*avgn(u)) * dS
A.Assemble()

p1, q1 = fes_p.TnT()
u1, v1 = fes_u.TnT()
phat1, qhat1 = fes_tr.TnT()
Bel = BilinearForm(trialspace=fes_p, testspace=fes_u, geom_free = True)
Bel += grad(p1)*v1 * dx -p1*(v1*n) * dx(element_boundary=True)
Bel.Assemble()
Btr = BilinearForm(trialspace=fes_tr, testspace=fes_u, geom_free = True)
Btr += phat1 * (v1*n) *dx(element_boundary=True)
Btr.Assemble();

B = Bel.mat + Btr.mat @ traceop
B_T = B.T

massu = fes_u.Mass(1)
invmassu = fes_u.Mass(1).Inverse()
invmassp = fes_p.Mass(1).Inverse()

Ps = Projector(ba_local_implicit_dofs_u, True)   # projection to small
Pl = Projector(ba_local_implicit_dofs_u, False)  # projection to large
B_e = Pl @ B
B_i = Ps @ B

print (f"local implicit dofs: {ba_local_implicit_dofs.NumSet()} / {len(ba_local_implicit_dofs)}")
print ("local implicit dofs of fes u: ", ba_local_implicit_dofs_u.NumSet(),"/",len(ba_local_implicit_dofs_u))

local implicit dofs: 8756 / 189134
local implicit dofs of fes u:  4776 / 103164

invA = A.mat.Inverse(freedofs=ba_local_implicit_dofs, inverse="sparsecholesky")

# delete non zeros elements of matrix to speed up matrix multiplication
Anze = A.mat.DeleteZeroElements(10e-12)
invAnze = Anze.Inverse(freedofs=ba_local_implicit_dofs, inverse="sparsecholesky")
invmstar = embu.T @ invAnze @ embu
mstarloc = massu + dt*dt/4*B_i @ invmassp @ B_T

A.mat.nze, invA.nze, Anze.nze

(16446804, 1026542, 4490840)

invmassuB = invmassu @ B
invmasspB_T = invmassp @ B_T
invmstar_mstar = invmstar @ mstarloc

# Visulaize implicit dofs
ba_gfu = BitArray(fes.ndof)
ba_gfu[:] = 0
gfuim = GridFunction(fes)
gfuim.vec[:] = 0
for i in range(len(ba_local_implicit_dofs)):
    if ba_local_implicit_dofs[i] == 1:
        gfuim.vec.data[i] = 1
        
Draw(gfuim.components[0], mesh)

BaseWebGuiScene

gfp.Set( exp(-10*((x+tubeW)**2+y**2+z**2)))
gfu.vec[:] = 0
gfp_halfstep = gfp.vec.CreateVector()
gfuold = gfu.vec.CreateVector()
res = gfu.vec.CreateVector()

scene = Draw (gfp, order=3, deformation=True)
    
t = 0
tend = 10
cnt = 0
loop = tqdm([i*dt for i in range(int(tend/dt))])
with TaskManager():
    for i in loop:
        gfp_halfstep.data = gfp.vec - dt/2 * invmassp @ B.T * gfu.vec
        
        res.data = dt * B_e * gfp_halfstep + dt/2 * B_i * (gfp_halfstep + gfp.vec) + massu * gfu.vec
        gfuold.data = invmassu * res 
        gfu.vec.data = gfuold
        gfu.vec.data += invmstar * (res - mstarloc * gfuold)
        gfp.vec.data = gfp_halfstep - dt/2 * invmassp @ B.T * gfu.vec
        cnt = cnt+1
        if cnt%20 == 0:
            scene.Redraw()
        loop.set_description(f'Time step {i/dt:.0f}')
        loop.set_postfix_str(f'Time {i:.4f} seconds')

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Time step 1784:  79%|████████████████████████████████████████████▍           | 1783/2249 [00:16<00:04, 100.12it/s, Time 7.9289 seconds]

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Time step 1785:  79%|████████████████████████████████████████████▍           | 1783/2249 [00:16<00:04, 100.12it/s, Time 7.9333 seconds]

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Time step 1820:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.0889 seconds]

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Time step 1822:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.0978 seconds]

Time step 1823:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.0978 seconds]

Time step 1823:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1022 seconds]

Time step 1824:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1022 seconds]

Time step 1824:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1067 seconds]

Time step 1825:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1067 seconds]

Time step 1825:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1111 seconds]

Time step 1826:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1111 seconds]

Time step 1826:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1156 seconds]

Time step 1827:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1156 seconds]

Time step 1827:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1200 seconds]

Time step 1828:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1200 seconds]

Time step 1828:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1244 seconds]

Time step 1829:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1244 seconds]

Time step 1829:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1289 seconds]

Time step 1830:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1289 seconds]

Time step 1830:  81%|█████████████████████████████████████████████▎          | 1819/2249 [00:17<00:03, 109.19it/s, Time 8.1333 seconds]

Time step 1830:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1333 seconds]

Time step 1831:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1333 seconds]

Time step 1831:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1378 seconds]

Time step 1832:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1378 seconds]

Time step 1832:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1422 seconds]

Time step 1833:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1422 seconds]

Time step 1833:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1467 seconds]

Time step 1834:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1467 seconds]

Time step 1834:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1511 seconds]

Time step 1835:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1511 seconds]

Time step 1835:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1556 seconds]

Time step 1836:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1556 seconds]

Time step 1836:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1600 seconds]

Time step 1837:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1600 seconds]

Time step 1837:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1644 seconds]

Time step 1838:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1644 seconds]

Time step 1838:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1689 seconds]

Time step 1839:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1689 seconds]

Time step 1839:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1733 seconds]

Time step 1840:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1733 seconds]

Time step 1840:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1778 seconds]

Time step 1841:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1778 seconds]

Time step 1841:  81%|█████████████████████████████████████████████▌          | 1831/2249 [00:17<00:03, 105.77it/s, Time 8.1822 seconds]

Time step 1841:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1822 seconds]

Time step 1842:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1822 seconds]

Time step 1842:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1867 seconds]

Time step 1843:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1867 seconds]

Time step 1843:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1911 seconds]

Time step 1844:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1911 seconds]

Time step 1844:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1956 seconds]

Time step 1845:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.1956 seconds]

Time step 1845:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2000 seconds]

Time step 1846:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2000 seconds]

Time step 1846:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2044 seconds]

Time step 1847:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2044 seconds]

Time step 1847:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2089 seconds]

Time step 1848:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2089 seconds]

Time step 1848:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2133 seconds]

Time step 1849:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2133 seconds]

Time step 1849:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2178 seconds]

Time step 1850:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2178 seconds]

Time step 1850:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2222 seconds]

Time step 1851:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2222 seconds]

Time step 1851:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2267 seconds]

Time step 1852:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2267 seconds]

Time step 1852:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2311 seconds]

Time step 1853:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2311 seconds]

Time step 1853:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2356 seconds]

Time step 1854:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2356 seconds]

Time step 1854:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2400 seconds]

Time step 1855:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2400 seconds]

Time step 1855:  82%|█████████████████████████████████████████████▊          | 1842/2249 [00:17<00:03, 106.74it/s, Time 8.2444 seconds]

Time step 1855:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2444 seconds]

Time step 1856:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2444 seconds]

Time step 1856:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2489 seconds]

Time step 1857:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2489 seconds]

Time step 1857:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2533 seconds]

Time step 1858:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2533 seconds]

Time step 1858:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2578 seconds]

Time step 1859:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2578 seconds]

Time step 1859:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2622 seconds]

Time step 1860:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2622 seconds]

Time step 1860:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2667 seconds]

Time step 1861:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2667 seconds]

Time step 1861:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2711 seconds]

Time step 1862:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2711 seconds]

Time step 1862:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2756 seconds]

Time step 1863:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2756 seconds]

Time step 1863:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2800 seconds]

Time step 1864:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2800 seconds]

Time step 1864:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2844 seconds]

Time step 1865:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2844 seconds]

Time step 1865:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2889 seconds]

Time step 1866:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2889 seconds]

Time step 1866:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2933 seconds]

Time step 1867:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2933 seconds]

Time step 1867:  83%|██████████████████████████████████████████████▏         | 1856/2249 [00:17<00:03, 115.60it/s, Time 8.2978 seconds]

Time step 1867:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.2978 seconds]

Time step 1868:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.2978 seconds]

Time step 1868:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3022 seconds]

Time step 1869:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3022 seconds]

Time step 1869:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3067 seconds]

Time step 1870:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3067 seconds]

Time step 1870:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3111 seconds]

Time step 1871:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3111 seconds]

Time step 1871:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3156 seconds]

Time step 1872:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3156 seconds]

Time step 1872:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3200 seconds]

Time step 1873:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3200 seconds]

Time step 1873:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3244 seconds]

Time step 1874:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3244 seconds]

Time step 1874:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3289 seconds]

Time step 1875:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3289 seconds]

Time step 1875:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3333 seconds]

Time step 1876:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3333 seconds]

Time step 1876:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3378 seconds]

Time step 1877:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3378 seconds]

Time step 1877:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3422 seconds]

Time step 1878:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3422 seconds]

Time step 1878:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3467 seconds]

Time step 1879:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3467 seconds]

Time step 1879:  83%|██████████████████████████████████████████████▌         | 1868/2249 [00:17<00:03, 112.39it/s, Time 8.3511 seconds]

Time step 1879:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3511 seconds]

Time step 1880:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3511 seconds]

Time step 1880:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3556 seconds]

Time step 1881:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3556 seconds]

Time step 1881:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3600 seconds]

Time step 1882:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3600 seconds]

Time step 1882:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3644 seconds]

Time step 1883:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3644 seconds]

Time step 1883:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3689 seconds]

Time step 1884:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3689 seconds]

Time step 1884:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3733 seconds]

Time step 1885:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3733 seconds]

Time step 1885:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3778 seconds]

Time step 1886:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3778 seconds]

Time step 1886:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3822 seconds]

Time step 1887:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3822 seconds]

Time step 1887:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3867 seconds]

Time step 1888:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3867 seconds]

Time step 1888:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3911 seconds]

Time step 1889:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3911 seconds]

Time step 1889:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3956 seconds]

Time step 1890:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.3956 seconds]

Time step 1890:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4000 seconds]

Time step 1891:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4000 seconds]

Time step 1891:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4044 seconds]

Time step 1892:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4044 seconds]

Time step 1892:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4089 seconds]

Time step 1893:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4089 seconds]

Time step 1893:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4133 seconds]

Time step 1894:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4133 seconds]

Time step 1894:  84%|██████████████████████████████████████████████▊         | 1880/2249 [00:17<00:03, 111.75it/s, Time 8.4178 seconds]

Time step 1894:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4178 seconds]

Time step 1895:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4178 seconds]

Time step 1895:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4222 seconds]

Time step 1896:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4222 seconds]

Time step 1896:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4267 seconds]

Time step 1897:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4267 seconds]

Time step 1897:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4311 seconds]

Time step 1898:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4311 seconds]

Time step 1898:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4356 seconds]

Time step 1899:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4356 seconds]

Time step 1899:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4400 seconds]

Time step 1900:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4400 seconds]

Time step 1900:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4444 seconds]

Time step 1901:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4444 seconds]

Time step 1901:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4489 seconds]

Time step 1902:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4489 seconds]

Time step 1902:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4533 seconds]

Time step 1903:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4533 seconds]

Time step 1903:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4578 seconds]

Time step 1904:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4578 seconds]

Time step 1904:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4622 seconds]

Time step 1905:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4622 seconds]

Time step 1905:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4667 seconds]

Time step 1906:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4667 seconds]

Time step 1906:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4711 seconds]

Time step 1907:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4711 seconds]

Time step 1907:  84%|███████████████████████████████████████████████▏        | 1895/2249 [00:17<00:02, 121.75it/s, Time 8.4756 seconds]

Time step 1907:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4756 seconds]

Time step 1908:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4756 seconds]

Time step 1908:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4800 seconds]

Time step 1909:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4800 seconds]

Time step 1909:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4844 seconds]

Time step 1910:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4844 seconds]

Time step 1910:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4889 seconds]

Time step 1911:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4889 seconds]

Time step 1911:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4933 seconds]

Time step 1912:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4933 seconds]

Time step 1912:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4978 seconds]

Time step 1913:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.4978 seconds]

Time step 1913:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5022 seconds]

Time step 1914:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5022 seconds]

Time step 1914:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5067 seconds]

Time step 1915:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5067 seconds]

Time step 1915:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5111 seconds]

Time step 1916:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5111 seconds]

Time step 1916:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5156 seconds]

Time step 1917:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5156 seconds]

Time step 1917:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5200 seconds]

Time step 1918:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5200 seconds]

Time step 1918:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5244 seconds]

Time step 1919:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5244 seconds]

Time step 1919:  85%|███████████████████████████████████████████████▌        | 1908/2249 [00:17<00:02, 117.63it/s, Time 8.5289 seconds]

Time step 1919:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5289 seconds]

Time step 1920:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5289 seconds]

Time step 1920:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5333 seconds]

Time step 1921:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5333 seconds]

Time step 1921:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5378 seconds]

Time step 1922:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5378 seconds]

Time step 1922:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5422 seconds]

Time step 1923:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5422 seconds]

Time step 1923:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5467 seconds]

Time step 1924:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5467 seconds]

Time step 1924:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5511 seconds]

Time step 1925:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5511 seconds]

Time step 1925:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5556 seconds]

Time step 1926:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5556 seconds]

Time step 1926:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:17<00:02, 115.81it/s, Time 8.5600 seconds]

Time step 1927:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5600 seconds]

Time step 1927:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5644 seconds]

Time step 1928:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5644 seconds]

Time step 1928:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5689 seconds]

Time step 1929:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5689 seconds]

Time step 1929:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5733 seconds]

Time step 1930:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5733 seconds]

Time step 1930:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5778 seconds]

Time step 1931:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5778 seconds]

Time step 1931:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5822 seconds]

Time step 1932:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5822 seconds]

Time step 1932:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5867 seconds]

Time step 1933:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5867 seconds]

Time step 1933:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5911 seconds]

Time step 1934:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5911 seconds]

Time step 1934:  85%|███████████████████████████████████████████████▊        | 1920/2249 [00:18<00:02, 115.81it/s, Time 8.5956 seconds]

Time step 1934:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.5956 seconds]

Time step 1935:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.5956 seconds]

Time step 1935:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6000 seconds]

Time step 1936:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6000 seconds]

Time step 1936:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6044 seconds]

Time step 1937:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6044 seconds]

Time step 1937:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6089 seconds]

Time step 1938:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6089 seconds]

Time step 1938:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6133 seconds]

Time step 1939:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6133 seconds]

Time step 1939:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6178 seconds]

Time step 1940:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6178 seconds]

Time step 1940:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6222 seconds]

Time step 1941:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6222 seconds]

Time step 1941:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6267 seconds]

Time step 1942:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6267 seconds]

Time step 1942:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6311 seconds]

Time step 1943:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6311 seconds]

Time step 1943:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6356 seconds]

Time step 1944:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6356 seconds]

Time step 1944:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6400 seconds]

Time step 1945:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6400 seconds]

Time step 1945:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6444 seconds]

Time step 1946:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6444 seconds]

Time step 1946:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6489 seconds]

Time step 1947:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6489 seconds]

Time step 1947:  86%|████████████████████████████████████████████████▏       | 1935/2249 [00:18<00:02, 123.84it/s, Time 8.6533 seconds]

Time step 1947:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6533 seconds]

Time step 1948:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6533 seconds]

Time step 1948:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6578 seconds]

Time step 1949:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6578 seconds]

Time step 1949:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6622 seconds]

Time step 1950:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6622 seconds]

Time step 1950:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6667 seconds]

Time step 1951:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6667 seconds]

Time step 1951:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6711 seconds]

Time step 1952:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6711 seconds]

Time step 1952:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6756 seconds]

Time step 1953:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6756 seconds]

Time step 1953:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6800 seconds]

Time step 1954:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6800 seconds]

Time step 1954:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6844 seconds]

Time step 1955:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6844 seconds]

Time step 1955:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6889 seconds]

Time step 1956:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6889 seconds]

Time step 1956:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6933 seconds]

Time step 1957:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6933 seconds]

Time step 1957:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6978 seconds]

Time step 1958:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.6978 seconds]

Time step 1958:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.7022 seconds]

Time step 1959:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.7022 seconds]

Time step 1959:  87%|████████████████████████████████████████████████▌       | 1948/2249 [00:18<00:02, 118.57it/s, Time 8.7067 seconds]

Time step 1959:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7067 seconds]

Time step 1960:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7067 seconds]

Time step 1960:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7111 seconds]

Time step 1961:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7111 seconds]

Time step 1961:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7156 seconds]

Time step 1962:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7156 seconds]

Time step 1962:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7200 seconds]

Time step 1963:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7200 seconds]

Time step 1963:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7244 seconds]

Time step 1964:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7244 seconds]

Time step 1964:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7289 seconds]

Time step 1965:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7289 seconds]

Time step 1965:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7333 seconds]

Time step 1966:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7333 seconds]

Time step 1966:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7378 seconds]

Time step 1967:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7378 seconds]

Time step 1967:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7422 seconds]

Time step 1968:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7422 seconds]

Time step 1968:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7467 seconds]

Time step 1969:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7467 seconds]

Time step 1969:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7511 seconds]

Time step 1970:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7511 seconds]

Time step 1970:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7556 seconds]

Time step 1971:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7556 seconds]

Time step 1971:  87%|████████████████████████████████████████████████▊       | 1960/2249 [00:18<00:02, 109.43it/s, Time 8.7600 seconds]

Time step 1971:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7600 seconds]

Time step 1972:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7600 seconds]

Time step 1972:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7644 seconds]

Time step 1973:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7644 seconds]

Time step 1973:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7689 seconds]

Time step 1974:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7689 seconds]

Time step 1974:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7733 seconds]

Time step 1975:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7733 seconds]

Time step 1975:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7778 seconds]

Time step 1976:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7778 seconds]

Time step 1976:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7822 seconds]

Time step 1977:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7822 seconds]

Time step 1977:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7867 seconds]

Time step 1978:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7867 seconds]

Time step 1978:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7911 seconds]

Time step 1979:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7911 seconds]

Time step 1979:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7956 seconds]

Time step 1980:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.7956 seconds]

Time step 1980:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.8000 seconds]

Time step 1981:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.8000 seconds]

Time step 1981:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.8044 seconds]

Time step 1982:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.8044 seconds]

Time step 1982:  88%|█████████████████████████████████████████████████       | 1972/2249 [00:18<00:02, 107.59it/s, Time 8.8089 seconds]

Time step 1982:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8089 seconds]

Time step 1983:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8089 seconds]

Time step 1983:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8133 seconds]

Time step 1984:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8133 seconds]

Time step 1984:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8178 seconds]

Time step 1985:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8178 seconds]

Time step 1985:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8222 seconds]

Time step 1986:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8222 seconds]

Time step 1986:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8267 seconds]

Time step 1987:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8267 seconds]

Time step 1987:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8311 seconds]

Time step 1988:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8311 seconds]

Time step 1988:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8356 seconds]

Time step 1989:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8356 seconds]

Time step 1989:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8400 seconds]

Time step 1990:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8400 seconds]

Time step 1990:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8444 seconds]

Time step 1991:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8444 seconds]

Time step 1991:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8489 seconds]

Time step 1992:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8489 seconds]

Time step 1992:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8533 seconds]

Time step 1993:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8533 seconds]

Time step 1993:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8578 seconds]

Time step 1994:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8578 seconds]

Time step 1994:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8622 seconds]

Time step 1995:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8622 seconds]

Time step 1995:  88%|█████████████████████████████████████████████████▍      | 1983/2249 [00:18<00:02, 104.43it/s, Time 8.8667 seconds]

Time step 1995:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8667 seconds]

Time step 1996:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8667 seconds]

Time step 1996:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8711 seconds]

Time step 1997:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8711 seconds]

Time step 1997:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8756 seconds]

Time step 1998:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8756 seconds]

Time step 1998:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8800 seconds]

Time step 1999:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8800 seconds]

Time step 1999:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8844 seconds]

Time step 2000:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8844 seconds]

Time step 2000:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8889 seconds]

Time step 2001:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8889 seconds]

Time step 2001:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8933 seconds]

Time step 2002:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8933 seconds]

Time step 2002:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8978 seconds]

Time step 2003:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.8978 seconds]

Time step 2003:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9022 seconds]

Time step 2004:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9022 seconds]

Time step 2004:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9067 seconds]

Time step 2005:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9067 seconds]

Time step 2005:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9111 seconds]

Time step 2006:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9111 seconds]

Time step 2006:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9156 seconds]

Time step 2007:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9156 seconds]

Time step 2007:  89%|█████████████████████████████████████████████████▋      | 1996/2249 [00:18<00:02, 110.65it/s, Time 8.9200 seconds]

Time step 2007:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9200 seconds]

Time step 2008:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9200 seconds]

Time step 2008:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9244 seconds]

Time step 2009:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9244 seconds]

Time step 2009:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9289 seconds]

Time step 2010:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9289 seconds]

Time step 2010:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9333 seconds]

Time step 2011:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9333 seconds]

Time step 2011:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9378 seconds]

Time step 2012:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9378 seconds]

Time step 2012:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9422 seconds]

Time step 2013:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9422 seconds]

Time step 2013:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9467 seconds]

Time step 2014:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9467 seconds]

Time step 2014:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9511 seconds]

Time step 2015:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9511 seconds]

Time step 2015:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9556 seconds]

Time step 2016:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9556 seconds]

Time step 2016:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9600 seconds]

Time step 2017:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9600 seconds]

Time step 2017:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9644 seconds]

Time step 2018:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9644 seconds]

Time step 2018:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9689 seconds]

Time step 2019:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9689 seconds]

Time step 2019:  89%|█████████████████████████████████████████████████▉      | 2008/2249 [00:18<00:02, 107.78it/s, Time 8.9733 seconds]

Time step 2019:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9733 seconds]

Time step 2020:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9733 seconds]

Time step 2020:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9778 seconds]

Time step 2021:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9778 seconds]

Time step 2021:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9822 seconds]

Time step 2022:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9822 seconds]

Time step 2022:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9867 seconds]

Time step 2023:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9867 seconds]

Time step 2023:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9911 seconds]

Time step 2024:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9911 seconds]

Time step 2024:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9956 seconds]

Time step 2025:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 8.9956 seconds]

Time step 2025:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0000 seconds]

Time step 2026:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0000 seconds]

Time step 2026:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0044 seconds]

Time step 2027:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0044 seconds]

Time step 2027:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0089 seconds]

Time step 2028:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0089 seconds]

Time step 2028:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0133 seconds]

Time step 2029:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0133 seconds]

Time step 2029:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0178 seconds]

Time step 2030:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0178 seconds]

Time step 2030:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0222 seconds]

Time step 2031:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0222 seconds]

Time step 2031:  90%|██████████████████████████████████████████████████▎     | 2020/2249 [00:18<00:02, 105.83it/s, Time 9.0267 seconds]

Time step 2031:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:18<00:02, 107.82it/s, Time 9.0267 seconds]

Time step 2032:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:18<00:02, 107.82it/s, Time 9.0267 seconds]

Time step 2032:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:18<00:02, 107.82it/s, Time 9.0311 seconds]

Time step 2033:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:18<00:02, 107.82it/s, Time 9.0311 seconds]

Time step 2033:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:18<00:02, 107.82it/s, Time 9.0356 seconds]

Time step 2034:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0356 seconds]

Time step 2034:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0400 seconds]

Time step 2035:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0400 seconds]

Time step 2035:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0444 seconds]

Time step 2036:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0444 seconds]

Time step 2036:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0489 seconds]

Time step 2037:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0489 seconds]

Time step 2037:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0533 seconds]

Time step 2038:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0533 seconds]

Time step 2038:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0578 seconds]

Time step 2039:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0578 seconds]

Time step 2039:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0622 seconds]

Time step 2040:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0622 seconds]

Time step 2040:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0667 seconds]

Time step 2041:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0667 seconds]

Time step 2041:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0711 seconds]

Time step 2042:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0711 seconds]

Time step 2042:  90%|██████████████████████████████████████████████████▌     | 2032/2249 [00:19<00:02, 107.82it/s, Time 9.0756 seconds]

Time step 2042:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0756 seconds]

Time step 2043:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0756 seconds]

Time step 2043:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0800 seconds]

Time step 2044:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0800 seconds]

Time step 2044:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0844 seconds]

Time step 2045:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0844 seconds]

Time step 2045:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0889 seconds]

Time step 2046:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0889 seconds]

Time step 2046:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0933 seconds]

Time step 2047:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0933 seconds]

Time step 2047:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0978 seconds]

Time step 2048:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.0978 seconds]

Time step 2048:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1022 seconds]

Time step 2049:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1022 seconds]

Time step 2049:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1067 seconds]

Time step 2050:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1067 seconds]

Time step 2050:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1111 seconds]

Time step 2051:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1111 seconds]

Time step 2051:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1156 seconds]

Time step 2052:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1156 seconds]

Time step 2052:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1200 seconds]

Time step 2053:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1200 seconds]

Time step 2053:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1244 seconds]

Time step 2054:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1244 seconds]

Time step 2054:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1289 seconds]

Time step 2055:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1289 seconds]

Time step 2055:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1333 seconds]

Time step 2056:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1333 seconds]

Time step 2056:  91%|██████████████████████████████████████████████████▊     | 2043/2249 [00:19<00:01, 103.47it/s, Time 9.1378 seconds]

Time step 2056:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1378 seconds]

Time step 2057:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1378 seconds]

Time step 2057:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1422 seconds]

Time step 2058:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1422 seconds]

Time step 2058:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1467 seconds]

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Time step 2059:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1511 seconds]

Time step 2060:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1511 seconds]

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Time step 2061:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1600 seconds]

Time step 2062:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1600 seconds]

Time step 2062:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1644 seconds]

Time step 2063:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1644 seconds]

Time step 2063:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1689 seconds]

Time step 2064:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1689 seconds]

Time step 2064:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1733 seconds]

Time step 2065:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1733 seconds]

Time step 2065:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1778 seconds]

Time step 2066:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1778 seconds]

Time step 2066:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1822 seconds]

Time step 2067:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1822 seconds]

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Time step 2068:  91%|███████████████████████████████████████████████████▏    | 2057/2249 [00:19<00:01, 112.84it/s, Time 9.1911 seconds]

Time step 2068:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.1911 seconds]

Time step 2069:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.1911 seconds]

Time step 2069:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.1956 seconds]

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Time step 2070:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2000 seconds]

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Time step 2071:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2044 seconds]

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Time step 2072:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2089 seconds]

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Time step 2073:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2133 seconds]

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Time step 2074:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2178 seconds]

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Time step 2076:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2222 seconds]

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Time step 2077:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2311 seconds]

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Time step 2078:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2356 seconds]

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Time step 2079:  92%|███████████████████████████████████████████████████▌    | 2069/2249 [00:19<00:01, 111.82it/s, Time 9.2400 seconds]

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Time step 2080:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2444 seconds]

Time step 2081:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2444 seconds]

Time step 2081:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2489 seconds]

Time step 2082:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2489 seconds]

Time step 2082:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2533 seconds]

Time step 2083:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2533 seconds]

Time step 2083:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2578 seconds]

Time step 2084:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2578 seconds]

Time step 2084:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2622 seconds]

Time step 2085:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2622 seconds]

Time step 2085:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2667 seconds]

Time step 2086:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2667 seconds]

Time step 2086:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2711 seconds]

Time step 2087:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2711 seconds]

Time step 2087:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2756 seconds]

Time step 2088:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2756 seconds]

Time step 2088:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2800 seconds]

Time step 2089:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2800 seconds]

Time step 2089:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2844 seconds]

Time step 2090:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2844 seconds]

Time step 2090:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2889 seconds]

Time step 2091:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2889 seconds]

Time step 2091:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2933 seconds]

Time step 2092:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2933 seconds]

Time step 2092:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2978 seconds]

Time step 2093:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.2978 seconds]

Time step 2093:  93%|███████████████████████████████████████████████████▊    | 2081/2249 [00:19<00:01, 111.57it/s, Time 9.3022 seconds]

Time step 2093:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3022 seconds]

Time step 2094:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3022 seconds]

Time step 2094:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3067 seconds]

Time step 2095:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3067 seconds]

Time step 2095:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3111 seconds]

Time step 2096:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3111 seconds]

Time step 2096:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3156 seconds]

Time step 2097:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3156 seconds]

Time step 2097:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3200 seconds]

Time step 2098:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3200 seconds]

Time step 2098:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3244 seconds]

Time step 2099:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3244 seconds]

Time step 2099:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3289 seconds]

Time step 2100:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3289 seconds]

Time step 2100:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3333 seconds]

Time step 2101:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3333 seconds]

Time step 2101:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3378 seconds]

Time step 2102:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3378 seconds]

Time step 2102:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3422 seconds]

Time step 2103:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3422 seconds]

Time step 2103:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3467 seconds]

Time step 2104:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3467 seconds]

Time step 2104:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3511 seconds]

Time step 2105:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3511 seconds]

Time step 2105:  93%|████████████████████████████████████████████████████▏   | 2094/2249 [00:19<00:01, 115.48it/s, Time 9.3556 seconds]

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Time step 2110:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.3778 seconds]

Time step 2111:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.3778 seconds]

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Time step 2112:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.3822 seconds]

Time step 2112:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.3867 seconds]

Time step 2113:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.3867 seconds]

Time step 2113:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.3911 seconds]

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Time step 2116:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.4044 seconds]

Time step 2117:  94%|████████████████████████████████████████████████████▍   | 2106/2249 [00:19<00:01, 108.54it/s, Time 9.4044 seconds]

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Time step 2130:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4667 seconds]

Time step 2131:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4667 seconds]

Time step 2131:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4711 seconds]

Time step 2132:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4711 seconds]

Time step 2132:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4756 seconds]

Time step 2133:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4756 seconds]

Time step 2133:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4800 seconds]

Time step 2134:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4800 seconds]

Time step 2134:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4844 seconds]

Time step 2135:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4844 seconds]

Time step 2135:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4889 seconds]

Time step 2136:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4889 seconds]

Time step 2136:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4933 seconds]

Time step 2137:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4933 seconds]

Time step 2137:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4978 seconds]

Time step 2138:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.4978 seconds]

Time step 2138:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.5022 seconds]

Time step 2139:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.5022 seconds]

Time step 2139:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.5067 seconds]

Time step 2140:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.5067 seconds]

Time step 2140:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.5111 seconds]

Time step 2141:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.5111 seconds]

Time step 2141:  95%|█████████████████████████████████████████████████████   | 2131/2249 [00:19<00:01, 104.85it/s, Time 9.5156 seconds]

Time step 2141:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:19<00:01, 105.18it/s, Time 9.5156 seconds]

Time step 2142:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:19<00:01, 105.18it/s, Time 9.5156 seconds]

Time step 2142:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:19<00:01, 105.18it/s, Time 9.5200 seconds]

Time step 2143:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5200 seconds]

Time step 2143:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5244 seconds]

Time step 2144:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5244 seconds]

Time step 2144:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5289 seconds]

Time step 2145:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5289 seconds]

Time step 2145:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5333 seconds]

Time step 2146:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5333 seconds]

Time step 2146:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5378 seconds]

Time step 2147:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5378 seconds]

Time step 2147:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5422 seconds]

Time step 2148:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5422 seconds]

Time step 2148:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5467 seconds]

Time step 2149:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5467 seconds]

Time step 2149:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5511 seconds]

Time step 2150:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5511 seconds]

Time step 2150:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5556 seconds]

Time step 2151:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5556 seconds]

Time step 2151:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5600 seconds]

Time step 2152:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5600 seconds]

Time step 2152:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5644 seconds]

Time step 2153:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5644 seconds]

Time step 2153:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5689 seconds]

Time step 2154:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5689 seconds]

Time step 2154:  95%|█████████████████████████████████████████████████████▎  | 2142/2249 [00:20<00:01, 105.18it/s, Time 9.5733 seconds]

Time step 2154:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5733 seconds]

Time step 2155:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5733 seconds]

Time step 2155:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5778 seconds]

Time step 2156:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5778 seconds]

Time step 2156:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5822 seconds]

Time step 2157:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5822 seconds]

Time step 2157:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5867 seconds]

Time step 2158:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5867 seconds]

Time step 2158:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5911 seconds]

Time step 2159:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5911 seconds]

Time step 2159:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5956 seconds]

Time step 2160:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.5956 seconds]

Time step 2160:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6000 seconds]

Time step 2161:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6000 seconds]

Time step 2161:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6044 seconds]

Time step 2162:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6044 seconds]

Time step 2162:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6089 seconds]

Time step 2163:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6089 seconds]

Time step 2163:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6133 seconds]

Time step 2164:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6133 seconds]

Time step 2164:  96%|█████████████████████████████████████████████████████▋  | 2155/2249 [00:20<00:00, 111.23it/s, Time 9.6178 seconds]

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Time step 2169:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6400 seconds]

Time step 2170:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6400 seconds]

Time step 2170:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6444 seconds]

Time step 2171:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6444 seconds]

Time step 2171:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6489 seconds]

Time step 2172:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6489 seconds]

Time step 2172:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6533 seconds]

Time step 2173:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6533 seconds]

Time step 2173:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6578 seconds]

Time step 2174:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6578 seconds]

Time step 2174:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6622 seconds]

Time step 2175:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6622 seconds]

Time step 2175:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6667 seconds]

Time step 2176:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6667 seconds]

Time step 2176:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6711 seconds]

Time step 2177:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6711 seconds]

Time step 2177:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6756 seconds]

Time step 2178:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6756 seconds]

Time step 2178:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6800 seconds]

Time step 2179:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6800 seconds]

Time step 2179:  96%|█████████████████████████████████████████████████████▉  | 2167/2249 [00:20<00:00, 106.39it/s, Time 9.6844 seconds]

Time step 2179:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6844 seconds]

Time step 2180:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6844 seconds]

Time step 2180:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6889 seconds]

Time step 2181:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6889 seconds]

Time step 2181:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6933 seconds]

Time step 2182:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6933 seconds]

Time step 2182:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6978 seconds]

Time step 2183:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.6978 seconds]

Time step 2183:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7022 seconds]

Time step 2184:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7022 seconds]

Time step 2184:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7067 seconds]

Time step 2185:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7067 seconds]

Time step 2185:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7111 seconds]

Time step 2186:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7111 seconds]

Time step 2186:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7156 seconds]

Time step 2187:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7156 seconds]

Time step 2187:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7200 seconds]

Time step 2188:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7200 seconds]

Time step 2188:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7244 seconds]

Time step 2189:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7244 seconds]

Time step 2189:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7289 seconds]

Time step 2190:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7289 seconds]

Time step 2190:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7333 seconds]

Time step 2191:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7333 seconds]

Time step 2191:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7378 seconds]

Time step 2192:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7378 seconds]

Time step 2192:  97%|██████████████████████████████████████████████████████▎ | 2180/2249 [00:20<00:00, 103.57it/s, Time 9.7422 seconds]

Time step 2192:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7422 seconds]

Time step 2193:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7422 seconds]

Time step 2193:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7467 seconds]

Time step 2194:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7467 seconds]

Time step 2194:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7511 seconds]

Time step 2195:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7511 seconds]

Time step 2195:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7556 seconds]

Time step 2196:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7556 seconds]

Time step 2196:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7600 seconds]

Time step 2197:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7600 seconds]

Time step 2197:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7644 seconds]

Time step 2198:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7644 seconds]

Time step 2198:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7689 seconds]

Time step 2199:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7689 seconds]

Time step 2199:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7733 seconds]

Time step 2200:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7733 seconds]

Time step 2200:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7778 seconds]

Time step 2201:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7778 seconds]

Time step 2201:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7822 seconds]

Time step 2202:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7822 seconds]

Time step 2202:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7867 seconds]

Time step 2203:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7867 seconds]

Time step 2203:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7911 seconds]

Time step 2204:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7911 seconds]

Time step 2204:  98%|██████████████████████████████████████████████████████▌ | 2193/2249 [00:20<00:00, 108.84it/s, Time 9.7956 seconds]

Time step 2204:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.7956 seconds]

Time step 2205:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.7956 seconds]

Time step 2205:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8000 seconds]

Time step 2206:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8000 seconds]

Time step 2206:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8044 seconds]

Time step 2207:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8044 seconds]

Time step 2207:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8089 seconds]

Time step 2208:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8089 seconds]

Time step 2208:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8133 seconds]

Time step 2209:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8133 seconds]

Time step 2209:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8178 seconds]

Time step 2210:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8178 seconds]

Time step 2210:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8222 seconds]

Time step 2211:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8222 seconds]

Time step 2211:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8267 seconds]

Time step 2212:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8267 seconds]

Time step 2212:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8311 seconds]

Time step 2213:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8311 seconds]

Time step 2213:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8356 seconds]

Time step 2214:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8356 seconds]

Time step 2214:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8400 seconds]

Time step 2215:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8400 seconds]

Time step 2215:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8444 seconds]

Time step 2216:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8444 seconds]

Time step 2216:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8489 seconds]

Time step 2217:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8489 seconds]

Time step 2217:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8533 seconds]

Time step 2218:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8533 seconds]

Time step 2218:  98%|██████████████████████████████████████████████████████▉ | 2205/2249 [00:20<00:00, 108.75it/s, Time 9.8578 seconds]

Time step 2218:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8578 seconds]

Time step 2219:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8578 seconds]

Time step 2219:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8622 seconds]

Time step 2220:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8622 seconds]

Time step 2220:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8667 seconds]

Time step 2221:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8667 seconds]

Time step 2221:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8711 seconds]

Time step 2222:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8711 seconds]

Time step 2222:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8756 seconds]

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Time step 2223:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8800 seconds]

Time step 2224:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8800 seconds]

Time step 2224:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8844 seconds]

Time step 2225:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8844 seconds]

Time step 2225:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8889 seconds]

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Time step 2226:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8933 seconds]

Time step 2227:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.8933 seconds]

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Time step 2228:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.9022 seconds]

Time step 2229:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.9022 seconds]

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Time step 2230:  99%|███████████████████████████████████████████████████████▎| 2219/2249 [00:20<00:00, 117.26it/s, Time 9.9067 seconds]

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Time step 2230:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9111 seconds]

Time step 2231:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9111 seconds]

Time step 2231:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9156 seconds]

Time step 2232:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9156 seconds]

Time step 2232:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9200 seconds]

Time step 2233:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9200 seconds]

Time step 2233:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9244 seconds]

Time step 2234:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9244 seconds]

Time step 2234:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9289 seconds]

Time step 2235:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9289 seconds]

Time step 2235:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9333 seconds]

Time step 2236:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9333 seconds]

Time step 2236:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9378 seconds]

Time step 2237:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9378 seconds]

Time step 2237:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9422 seconds]

Time step 2238:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9422 seconds]

Time step 2238:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9467 seconds]

Time step 2239:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9467 seconds]

Time step 2239:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9511 seconds]

Time step 2240:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9511 seconds]

Time step 2240:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9556 seconds]

Time step 2241:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9556 seconds]

Time step 2241:  99%|███████████████████████████████████████████████████████▌| 2231/2249 [00:20<00:00, 105.35it/s, Time 9.9600 seconds]

Time step 2241: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9600 seconds]

Time step 2242: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9600 seconds]

Time step 2242: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9644 seconds]

Time step 2243: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9644 seconds]

Time step 2243: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9689 seconds]

Time step 2244: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9689 seconds]

Time step 2244: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9733 seconds]

Time step 2245: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9733 seconds]

Time step 2245: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9778 seconds]

Time step 2246: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9778 seconds]

Time step 2246: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9822 seconds]

Time step 2247: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9822 seconds]

Time step 2247: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9867 seconds]

Time step 2248: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9867 seconds]

Time step 2248: 100%|███████████████████████████████████████████████████████▊| 2242/2249 [00:20<00:00, 100.88it/s, Time 9.9911 seconds]

Time step 2248: 100%|████████████████████████████████████████████████████████| 2249/2249 [00:20<00:00, 107.19it/s, Time 9.9911 seconds]